Ali Burak Ünal
Eberhard Karls Universität Tübingen
H-index: 5
Europe-Germany
Top articles of Ali Burak Ünal
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
FHAUC: Privacy Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption | arXiv preprint arXiv:2403.14428 | Cem Ata Baykara Ali Burak Ünal Mete Akgün | 2024/3/21 |
A Privacy-Preserving Framework for Collaborative Machine Learning with Kernel Methods | Anika Hannemann Ali Burak Ünal Arjhun Swaminathan Erik Buchmann Mete Akgün | 2023/11/1 | |
Robust Representation Learning for Privacy-Preserving Machine Learning: A Multi-Objective Autoencoder Approach | Nico Pfeifer Mete Akgün Ali Burak Ünal Sofiane Ouaari | 2023/9/8 | |
ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves | Network and System Security | Nico Pfeifer Mete Akgün Ali Burak Ünal | 2023/8/7 |
A Privacy-Preserving Federated Learning Approach for Kernel methods | arXiv preprint arXiv:2306.02677 | Anika Hannemann Ali Burak Ünal Arjhun Swaminathan Erik Buchmann Mete Akgün | 2023/6/5 |
Towards a complete privacy preserving machine learning pipeline | Ali Burak Ünal | 2022/8/5 | |
CECILIA: Comprehensive secure machine learning framework | arXiv preprint arXiv:2202.03023 | Ali Burak Ünal Nico Pfeifer Mete Akgün | 2022/2/7 |
Escaped: Efficient secure and private dot product framework for kernel-based machine learning algorithms with applications in healthcare | Proceedings of the AAAI Conference on Artificial Intelligence | Ali Burak Ünal Mete Akgün Nico Pfeifer | 2021/5/18 |
Privacy preserving gaze estimation using synthetic images via a randomized encoding based framework | Efe Bozkir Ali Burak Ünal Mete Akgün Enkelejda Kasneci Nico Pfeifer | 2020/6/2 | |
Privacy-preserving SVM on outsourced genomic data via secure multi-party computation | Huajie Chen Ali Burak Ünal Mete Akgün Nico Pfeifer | 2020/3/16 | |
PAMOGK: a pathway graph kernel-based multiomics approach for patient clustering | Bioinformatics | Yasin Ilkagan Tepeli Ali Burak Ünal Furkan Mustafa Akdemir Oznur Tastan | 2020/11/1 |
Identifying disease-causing mutations with privacy protection | Bioinformatics | Mete Akgün Ali Burak Ünal Bekir Ergüner Nico Pfeifer Oliver Kohlbacher | 2020/11/1 |